bandicoot is an open-source Python toolbox to extract more than 300 features from standard mobile phone metadata. bandicoot focuses on making it easy for researchers and practitioners to load mobile phone data, analyze them, and compute and extract robust features from them. Emphasis is put on ease of use, consistency, and documentation. bandicoot has no dependencies and is distributed under the MIT license.